Overview
Brought to you by YData
Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 136 |
| Missing cells | 624 |
| Missing cells (%) | 21.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 48.0 KiB |
| Average record size in memory | 361.3 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 13 |
| Categorical | 4 |
| Unsupported | 3 |
Year has constant value "2018" | Constant |
Electric power consumption (kWh per capita) has constant value "0.0" | Constant |
Freedom to make life choices is highly overall correlated with Score | High correlation |
GDP (USD) is highly overall correlated with GDP per capita and 4 other fields | High correlation |
GDP per capita is highly overall correlated with GDP (USD) and 7 other fields | High correlation |
GDP per capita (USD) is highly overall correlated with GDP (USD) and 6 other fields | High correlation |
Healthy life expectancy is highly overall correlated with GDP (USD) and 7 other fields | High correlation |
IncomeGroup is highly overall correlated with GDP per capita and 2 other fields | High correlation |
Individuals using the Internet (% of population) is highly overall correlated with GDP per capita and 8 other fields | High correlation |
Infant mortality rate (per 1,000 live births) is highly overall correlated with GDP (USD) and 6 other fields | High correlation |
Perceptions of corruption is highly overall correlated with Individuals using the Internet (% of population) | High correlation |
Region is highly overall correlated with Individuals using the Internet (% of population) | High correlation |
Score is highly overall correlated with Freedom to make life choices and 7 other fields | High correlation |
Social support is highly overall correlated with GDP per capita and 5 other fields | High correlation |
Birth rate, crude (per 1,000 people) has 136 (100.0%) missing values | Missing |
Death rate, crude (per 1,000 people) has 136 (100.0%) missing values | Missing |
Electric power consumption (kWh per capita) has 135 (99.3%) missing values | Missing |
Individuals using the Internet (% of population) has 76 (55.9%) missing values | Missing |
Life expectancy at birth (years) has 136 (100.0%) missing values | Missing |
Population density (people per sq. km of land area) has 2 (1.5%) missing values | Missing |
Country Name has unique values | Unique |
Unemployment (% of total labor force) (modeled ILO estimate) has unique values | Unique |
Birth rate, crude (per 1,000 people) is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Death rate, crude (per 1,000 people) is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Life expectancy at birth (years) is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Perceptions of corruption has 2 (1.5%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-12 18:37:41.960239 |
|---|---|
| Analysis finished | 2025-03-12 18:37:50.527200 |
| Duration | 8.57 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
Country Name
Text
Unique
| Distinct | 136 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.7 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 20 |
| Mean length | 7.9044118 |
| Min length | 4 |
Unique
| Unique | 136 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Albania |
| 3rd row | Algeria |
| 4th row | Angola |
| 5th row | Argentina |
| Value | Count | Frequency (%) |
| republic | 3 | 1.9% |
| united | 3 | 1.9% |
| sudan | 2 | 1.3% |
| south | 2 | 1.3% |
| afghanistan | 1 | 0.6% |
| bolivia | 1 | 0.6% |
| cyprus | 1 | 0.6% |
| bhutan | 1 | 0.6% |
| benin | 1 | 0.6% |
| belize | 1 | 0.6% |
| Other values (139) | 139 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 177 | |
| i | 99 | 9.2% |
| n | 87 | 8.1% |
| e | 72 | 6.7% |
| r | 62 | 5.8% |
| o | 51 | 4.7% |
| l | 42 | 3.9% |
| t | 40 | 3.7% |
| u | 40 | 3.7% |
| d | 32 | 3.0% |
| Other values (39) | 373 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1075 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 177 | |
| i | 99 | 9.2% |
| n | 87 | 8.1% |
| e | 72 | 6.7% |
| r | 62 | 5.8% |
| o | 51 | 4.7% |
| l | 42 | 3.9% |
| t | 40 | 3.7% |
| u | 40 | 3.7% |
| d | 32 | 3.0% |
| Other values (39) | 373 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1075 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 177 | |
| i | 99 | 9.2% |
| n | 87 | 8.1% |
| e | 72 | 6.7% |
| r | 62 | 5.8% |
| o | 51 | 4.7% |
| l | 42 | 3.9% |
| t | 40 | 3.7% |
| u | 40 | 3.7% |
| d | 32 | 3.0% |
| Other values (39) | 373 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1075 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 177 | |
| i | 99 | 9.2% |
| n | 87 | 8.1% |
| e | 72 | 6.7% |
| r | 62 | 5.8% |
| o | 51 | 4.7% |
| l | 42 | 3.9% |
| t | 40 | 3.7% |
| u | 40 | 3.7% |
| d | 32 | 3.0% |
| Other values (39) | 373 |
Score
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3382353 |
| Minimum | 3 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.175179 |
|---|---|
| Coefficient of variation (CV) | 0.22014373 |
| Kurtosis | -0.6879599 |
| Mean | 5.3382353 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.0072007625 |
| Sum | 726 |
| Variance | 1.3810458 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 6 | 43 | |
| 5 | 33 | |
| 4 | 32 | |
| 7 | 19 | |
| 3 | 6 | 4.4% |
| 8 | 3 | 2.2% |
| Value | Count | Frequency (%) |
| 3 | 6 | 4.4% |
| 4 | 32 | |
| 5 | 33 | |
| 6 | 43 | |
| 7 | 19 | |
| 8 | 3 | 2.2% |
| Value | Count | Frequency (%) |
| 8 | 3 | 2.2% |
| 7 | 19 | |
| 6 | 43 | |
| 5 | 33 | |
| 4 | 32 | |
| 3 | 6 | 4.4% |
GDP per capita
Real number (ℝ)
High correlation
| Distinct | 130 |
|---|---|
| Distinct (%) | 95.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.89079412 |
| Minimum | 0 |
|---|---|
| Maximum | 2.096 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2415 |
| Q1 | 0.60175 |
| median | 0.95 |
| Q3 | 1.19025 |
| 95-th percentile | 1.427 |
| Maximum | 2.096 |
| Range | 2.096 |
| Interquartile range (IQR) | 0.5885 |
Descriptive statistics
| Standard deviation | 0.39845978 |
|---|---|
| Coefficient of variation (CV) | 0.4473085 |
| Kurtosis | -0.34617233 |
| Mean | 0.89079412 |
| Median Absolute Deviation (MAD) | 0.2825 |
| Skewness | -0.18682048 |
| Sum | 121.148 |
| Variance | 0.15877019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.332 | 2 | 1.5% |
| 1.01 | 2 | 1.5% |
| 1.016 | 2 | 1.5% |
| 1.34 | 2 | 1.5% |
| 1.017 | 2 | 1.5% |
| 1.148 | 2 | 1.5% |
| 0.835 | 1 | 0.7% |
| 1.112 | 1 | 0.7% |
| 0.652 | 1 | 0.7% |
| 0.682 | 1 | 0.7% |
| Other values (120) | 120 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.024 | 1 | |
| 0.076 | 1 | |
| 0.091 | 1 | |
| 0.131 | 1 | |
| 0.186 | 1 | |
| 0.198 | 1 | |
| 0.256 | 1 | |
| 0.259 | 1 | |
| 0.262 | 1 |
| Value | Count | Frequency (%) |
| 2.096 | 1 | |
| 1.649 | 1 | |
| 1.576 | 1 | |
| 1.529 | 1 | |
| 1.474 | 1 | |
| 1.456 | 1 | |
| 1.448 | 1 | |
| 1.42 | 1 | |
| 1.398 | 1 | |
| 1.379 | 1 |
Social support
Real number (ℝ)
High correlation
| Distinct | 126 |
|---|---|
| Distinct (%) | 92.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2201544 |
| Minimum | 0 |
|---|---|
| Maximum | 1.644 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.62225 |
| Q1 | 1.0855 |
| median | 1.2735 |
| Q3 | 1.4665 |
| 95-th percentile | 1.57525 |
| Maximum | 1.644 |
| Range | 1.644 |
| Interquartile range (IQR) | 0.381 |
Descriptive statistics
| Standard deviation | 0.30417755 |
|---|---|
| Coefficient of variation (CV) | 0.24929431 |
| Kurtosis | 1.270942 |
| Mean | 1.2201544 |
| Median Absolute Deviation (MAD) | 0.1935 |
| Skewness | -1.1126255 |
| Sum | 165.941 |
| Variance | 0.092523983 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.174 | 2 | 1.5% |
| 1.501 | 2 | 1.5% |
| 1.474 | 2 | 1.5% |
| 1.215 | 2 | 1.5% |
| 1.301 | 2 | 1.5% |
| 1.459 | 2 | 1.5% |
| 1.161 | 2 | 1.5% |
| 0.896 | 2 | 1.5% |
| 1.532 | 2 | 1.5% |
| 1.331 | 2 | 1.5% |
| Other values (116) | 116 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.372 | 1 | |
| 0.474 | 1 | |
| 0.537 | 1 | |
| 0.541 | 1 | |
| 0.592 | 1 | |
| 0.608 | 1 | |
| 0.627 | 1 | |
| 0.712 | 1 | |
| 0.714 | 1 |
| Value | Count | Frequency (%) |
| 1.644 | 1 | |
| 1.601 | 1 | |
| 1.592 | 1 | |
| 1.59 | 1 | |
| 1.584 | 1 | |
| 1.583 | 1 | |
| 1.582 | 1 | |
| 1.573 | 1 | |
| 1.559 | 1 | |
| 1.549 | 1 |
Healthy life expectancy
Real number (ℝ)
High correlation
| Distinct | 128 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.59691176 |
| Minimum | 0 |
|---|---|
| Maximum | 1.008 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.15025 |
| Q1 | 0.41375 |
| median | 0.6675 |
| Q3 | 0.782 |
| 95-th percentile | 0.91075 |
| Maximum | 1.008 |
| Range | 1.008 |
| Interquartile range (IQR) | 0.36825 |
Descriptive statistics
| Standard deviation | 0.24922067 |
|---|---|
| Coefficient of variation (CV) | 0.41751676 |
| Kurtosis | -0.61305617 |
| Mean | 0.59691176 |
| Median Absolute Deviation (MAD) | 0.1875 |
| Skewness | -0.56145814 |
| Sum | 81.18 |
| Variance | 0.06211094 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.675 | 2 | 1.5% |
| 0.876 | 2 | 1.5% |
| 0.737 | 2 | 1.5% |
| 0.669 | 2 | 1.5% |
| 0.884 | 2 | 1.5% |
| 0.896 | 2 | 1.5% |
| 0.861 | 2 | 1.5% |
| 0.7 | 2 | 1.5% |
| 0.878 | 1 | 0.7% |
| 0.221 | 1 | 0.7% |
| Other values (118) | 118 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.01 | 1 | |
| 0.048 | 1 | |
| 0.053 | 1 | |
| 0.079 | 1 | |
| 0.115 | 1 | |
| 0.145 | 1 | |
| 0.152 | 1 | |
| 0.173 | 1 | |
| 0.177 | 1 |
| Value | Count | Frequency (%) |
| 1.008 | 1 | |
| 0.988 | 1 | |
| 0.965 | 1 | |
| 0.946 | 1 | |
| 0.927 | 1 | |
| 0.914 | 1 | |
| 0.913 | 1 | |
| 0.91 | 1 | |
| 0.909 | 1 | |
| 0.908 | 1 |
Freedom to make life choices
Real number (ℝ)
High correlation
| Distinct | 122 |
|---|---|
| Distinct (%) | 89.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.46390441 |
| Minimum | 0 |
|---|---|
| Maximum | 0.724 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.12475 |
| Q1 | 0.366 |
| median | 0.503 |
| Q3 | 0.58425 |
| 95-th percentile | 0.67025 |
| Maximum | 0.724 |
| Range | 0.724 |
| Interquartile range (IQR) | 0.21825 |
Descriptive statistics
| Standard deviation | 0.16318664 |
|---|---|
| Coefficient of variation (CV) | 0.35176781 |
| Kurtosis | 0.31924634 |
| Mean | 0.46390441 |
| Median Absolute Deviation (MAD) | 0.099 |
| Skewness | -0.88449224 |
| Sum | 63.091 |
| Variance | 0.02662988 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.531 | 3 | 2.2% |
| 0.423 | 2 | 1.5% |
| 0.632 | 2 | 1.5% |
| 0.454 | 2 | 1.5% |
| 0.259 | 2 | 1.5% |
| 0.541 | 2 | 1.5% |
| 0.356 | 2 | 1.5% |
| 0.597 | 2 | 1.5% |
| 0.58 | 2 | 1.5% |
| 0.419 | 2 | 1.5% |
| Other values (112) | 115 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.016 | 1 | |
| 0.025 | 1 | |
| 0.065 | 1 | |
| 0.077 | 1 | |
| 0.085 | 1 | |
| 0.112 | 1 | |
| 0.129 | 1 | |
| 0.131 | 1 | |
| 0.163 | 1 |
| Value | Count | Frequency (%) |
| 0.724 | 1 | |
| 0.696 | 1 | |
| 0.686 | 1 | |
| 0.683 | 1 | |
| 0.681 | 1 | |
| 0.677 | 1 | |
| 0.674 | 1 | |
| 0.669 | 1 | |
| 0.66 | 1 | |
| 0.659 | 1 |
Generosity
Real number (ℝ)
| Distinct | 110 |
|---|---|
| Distinct (%) | 80.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18209559 |
| Minimum | 0 |
|---|---|
| Maximum | 0.598 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0395 |
| Q1 | 0.11075 |
| median | 0.175 |
| Q3 | 0.239 |
| 95-th percentile | 0.36175 |
| Maximum | 0.598 |
| Range | 0.598 |
| Interquartile range (IQR) | 0.12825 |
Descriptive statistics
| Standard deviation | 0.10033284 |
|---|---|
| Coefficient of variation (CV) | 0.55098998 |
| Kurtosis | 1.5169138 |
| Mean | 0.18209559 |
| Median Absolute Deviation (MAD) | 0.0645 |
| Skewness | 0.883607 |
| Sum | 24.765 |
| Variance | 0.01006668 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.256 | 3 | 2.2% |
| 0.12 | 3 | 2.2% |
| 0.134 | 3 | 2.2% |
| 0.13 | 2 | 1.5% |
| 0.148 | 2 | 1.5% |
| 0.175 | 2 | 1.5% |
| 0.197 | 2 | 1.5% |
| 0.202 | 2 | 1.5% |
| 0.098 | 2 | 1.5% |
| 0.307 | 2 | 1.5% |
| Other values (100) | 113 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.026 | 2 | |
| 0.029 | 1 | |
| 0.031 | 1 | |
| 0.032 | 1 | |
| 0.038 | 1 | |
| 0.04 | 1 | |
| 0.042 | 1 | |
| 0.051 | 1 | |
| 0.055 | 2 |
| Value | Count | Frequency (%) |
| 0.598 | 1 | |
| 0.484 | 1 | |
| 0.392 | 1 | |
| 0.376 | 1 | |
| 0.365 | 1 | |
| 0.364 | 2 | |
| 0.361 | 1 | |
| 0.354 | 1 | |
| 0.353 | 1 | |
| 0.352 | 1 |
Perceptions of corruption
Real number (ℝ)
High correlation Zeros
| Distinct | 103 |
|---|---|
| Distinct (%) | 76.3% |
| Missing | 1 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11585185 |
| Minimum | 0 |
|---|---|
| Maximum | 0.457 |
| Zeros | 2 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0177 |
| Q1 | 0.0515 |
| median | 0.082 |
| Q3 | 0.14 |
| 95-th percentile | 0.3451 |
| Maximum | 0.457 |
| Range | 0.457 |
| Interquartile range (IQR) | 0.0885 |
Descriptive statistics
| Standard deviation | 0.099723387 |
|---|---|
| Coefficient of variation (CV) | 0.86078372 |
| Kurtosis | 2.1901115 |
| Mean | 0.11585185 |
| Median Absolute Deviation (MAD) | 0.043 |
| Skewness | 1.6237132 |
| Sum | 15.64 |
| Variance | 0.009944754 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.082 | 5 | 3.7% |
| 0.074 | 4 | 2.9% |
| 0.032 | 3 | 2.2% |
| 0.061 | 3 | 2.2% |
| 0.106 | 3 | 2.2% |
| 0.034 | 3 | 2.2% |
| 0.171 | 2 | 1.5% |
| 0.043 | 2 | 1.5% |
| 0.039 | 2 | 1.5% |
| 0.05 | 2 | 1.5% |
| Other values (93) | 106 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.001 | 1 | |
| 0.006 | 1 | |
| 0.009 | 1 | |
| 0.011 | 1 | |
| 0.017 | 1 | |
| 0.018 | 1 | |
| 0.022 | 1 | |
| 0.028 | 2 | |
| 0.029 | 2 |
| Value | Count | Frequency (%) |
| 0.457 | 1 | |
| 0.444 | 1 | |
| 0.408 | 1 | |
| 0.393 | 1 | |
| 0.389 | 1 | |
| 0.383 | 1 | |
| 0.357 | 1 | |
| 0.34 | 1 | |
| 0.321 | 1 | |
| 0.306 | 1 |
Region
Categorical
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
| Europe & Central Asia | |
|---|---|
| Sub-Saharan Africa | |
| Latin America & Caribbean | |
| Middle East & North Africa | |
| East Asia & Pacific | |
| Other values (2) |
Length
| Max length | 26 |
|---|---|
| Median length | 25 |
| Mean length | 20.433824 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | South Asia |
|---|---|
| 2nd row | Europe & Central Asia |
| 3rd row | Middle East & North Africa |
| 4th row | Sub-Saharan Africa |
| 5th row | Latin America & Caribbean |
Common Values
| Value | Count | Frequency (%) |
| Europe & Central Asia | 44 | |
| Sub-Saharan Africa | 36 | |
| Latin America & Caribbean | 20 | |
| Middle East & North Africa | 14 | 10.3% |
| East Asia & Pacific | 13 | 9.6% |
| South Asia | 7 | 5.1% |
| North America | 2 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 91 | ||
| asia | 64 | |
| africa | 50 | |
| europe | 44 | |
| central | 44 | |
| sub-saharan | 36 | 7.7% |
| east | 27 | 5.8% |
| america | 22 | 4.7% |
| latin | 20 | 4.3% |
| caribbean | 20 | 4.3% |
| Other values (4) | 50 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 388 | |
| 332 | 11.9% | |
| r | 232 | 8.3% |
| i | 216 | 7.8% |
| e | 144 | 5.2% |
| A | 136 | 4.9% |
| n | 120 | 4.3% |
| t | 114 | 4.1% |
| c | 98 | 3.5% |
| s | 91 | 3.3% |
| Other values (18) | 908 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2779 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 388 | |
| 332 | 11.9% | |
| r | 232 | 8.3% |
| i | 216 | 7.8% |
| e | 144 | 5.2% |
| A | 136 | 4.9% |
| n | 120 | 4.3% |
| t | 114 | 4.1% |
| c | 98 | 3.5% |
| s | 91 | 3.3% |
| Other values (18) | 908 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2779 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 388 | |
| 332 | 11.9% | |
| r | 232 | 8.3% |
| i | 216 | 7.8% |
| e | 144 | 5.2% |
| A | 136 | 4.9% |
| n | 120 | 4.3% |
| t | 114 | 4.1% |
| c | 98 | 3.5% |
| s | 91 | 3.3% |
| Other values (18) | 908 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2779 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 388 | |
| 332 | 11.9% | |
| r | 232 | 8.3% |
| i | 216 | 7.8% |
| e | 144 | 5.2% |
| A | 136 | 4.9% |
| n | 120 | 4.3% |
| t | 114 | 4.1% |
| c | 98 | 3.5% |
| s | 91 | 3.3% |
| Other values (18) | 908 |
IncomeGroup
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.0 KiB |
| Upper middle income | |
|---|---|
| Lower middle income | |
| High income: OECD | |
| Low income | |
| High income: nonOECD |
Length
| Max length | 20 |
|---|---|
| Median length | 19.5 |
| Mean length | 17 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low income |
|---|---|
| 2nd row | Upper middle income |
| 3rd row | Upper middle income |
| 4th row | Upper middle income |
| 5th row | High income: nonOECD |
Common Values
| Value | Count | Frequency (%) |
| Upper middle income | 38 | |
| Lower middle income | 30 | |
| High income: OECD | 30 | |
| Low income | 25 | |
| High income: nonOECD | 13 | 9.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| income | 136 | |
| middle | 68 | |
| high | 43 | 11.2% |
| upper | 38 | 9.9% |
| lower | 30 | 7.8% |
| oecd | 30 | 7.8% |
| low | 25 | 6.5% |
| nonoecd | 13 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 272 | |
| 247 | ||
| i | 247 | |
| o | 204 | 8.8% |
| m | 204 | 8.8% |
| n | 162 | 7.0% |
| d | 136 | 5.9% |
| c | 136 | 5.9% |
| p | 76 | 3.3% |
| l | 68 | 2.9% |
| Other values (12) | 560 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2312 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 272 | |
| 247 | ||
| i | 247 | |
| o | 204 | 8.8% |
| m | 204 | 8.8% |
| n | 162 | 7.0% |
| d | 136 | 5.9% |
| c | 136 | 5.9% |
| p | 76 | 3.3% |
| l | 68 | 2.9% |
| Other values (12) | 560 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2312 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 272 | |
| 247 | ||
| i | 247 | |
| o | 204 | 8.8% |
| m | 204 | 8.8% |
| n | 162 | 7.0% |
| d | 136 | 5.9% |
| c | 136 | 5.9% |
| p | 76 | 3.3% |
| l | 68 | 2.9% |
| Other values (12) | 560 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2312 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 272 | |
| 247 | ||
| i | 247 | |
| o | 204 | 8.8% |
| m | 204 | 8.8% |
| n | 162 | 7.0% |
| d | 136 | 5.9% |
| c | 136 | 5.9% |
| p | 76 | 3.3% |
| l | 68 | 2.9% |
| Other values (12) | 560 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2018 |
|---|---|
| 2nd row | 2018 |
| 3rd row | 2018 |
| 4th row | 2018 |
| 5th row | 2018 |
Common Values
| Value | Count | Frequency (%) |
| 2018 | 136 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2018 | 136 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 136 | |
| 0 | 136 | |
| 1 | 136 | |
| 8 | 136 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 544 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 136 | |
| 0 | 136 | |
| 1 | 136 | |
| 8 | 136 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 544 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 136 | |
| 0 | 136 | |
| 1 | 136 | |
| 8 | 136 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 544 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 136 | |
| 0 | 136 | |
| 1 | 136 | |
| 8 | 136 |
Birth rate, crude (per 1,000 people)
Unsupported
Missing Rejected Unsupported
| Missing | 136 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.2 KiB |
Death rate, crude (per 1,000 people)
Unsupported
Missing Rejected Unsupported
| Missing | 136 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.2 KiB |
Electric power consumption (kWh per capita)
Categorical
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 135 |
| Missing (%) | 99.3% |
| Memory size | 8.6 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 0.0 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1 | 0.7% |
| (Missing) | 135 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
GDP (USD)
Real number (ℝ)
High correlation
| Distinct | 132 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 1 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8778631 × 1011 |
| Minimum | 1.925 × 109 |
|---|---|
| Maximum | 2.05 × 1013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 1.925 × 109 |
|---|---|
| 5-th percentile | 4.504685 × 109 |
| Q1 | 1.790635 × 1010 |
| median | 6.0126 × 1010 |
| Q3 | 3.305 × 1011 |
| 95-th percentile | 2.268 × 1012 |
| Maximum | 2.05 × 1013 |
| Range | 2.0498075 × 1013 |
| Interquartile range (IQR) | 3.1259365 × 1011 |
Descriptive statistics
| Standard deviation | 2.1967361 × 1012 |
|---|---|
| Coefficient of variation (CV) | 3.737304 |
| Kurtosis | 59.425882 |
| Mean | 5.8778631 × 1011 |
| Median Absolute Deviation (MAD) | 5.088649 × 1010 |
| Skewness | 7.3222605 |
| Sum | 7.9351151 × 1013 |
| Variance | 4.8256496 × 1024 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.45 × 1011 | 2 | 1.5% |
| 2.74 × 1011 | 2 | 1.5% |
| 1.43 × 1012 | 2 | 1.5% |
| 2.88125 × 1010 | 1 | 0.7% |
| 9.14 × 1011 | 1 | 0.7% |
| 2.05 × 1011 | 1 | 0.7% |
| 1.31179 × 1010 | 1 | 0.7% |
| 9239510000 | 1 | 0.7% |
| 3.97 × 1011 | 1 | 0.7% |
| 4.35 × 1011 | 1 | 0.7% |
| Other values (122) | 122 |
| Value | Count | Frequency (%) |
| 1925000000 | 1 | |
| 2379720000 | 1 | |
| 2534970000 | 1 | |
| 2791760000 | 1 | |
| 3078030000 | 1 | |
| 3249000000 | 1 | |
| 3999950000 | 1 | |
| 4721000000 | 1 | |
| 5300210000 | 1 | |
| 5365870000 | 1 |
| Value | Count | Frequency (%) |
| 2.05 × 1013 | 1 | |
| 1.36 × 1013 | 1 | |
| 4.97 × 1012 | 1 | |
| 4 × 1012 | 1 | |
| 2.83 × 1012 | 1 | |
| 2.78 × 1012 | 1 | |
| 2.73 × 1012 | 1 | |
| 2.07 × 1012 | 1 | |
| 1.87 × 1012 | 1 | |
| 1.71 × 1012 | 1 |
GDP per capita (USD)
Real number (ℝ)
High correlation
| Distinct | 135 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16076.07 |
| Minimum | 275.43 |
|---|---|
| Maximum | 114340 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 275.43 |
|---|---|
| 5-th percentile | 517.6192 |
| Q1 | 1704.385 |
| median | 6289.94 |
| Q3 | 21626 |
| 95-th percentile | 63223.27 |
| Maximum | 114340 |
| Range | 114064.57 |
| Interquartile range (IQR) | 19921.615 |
Descriptive statistics
| Standard deviation | 21948.862 |
|---|---|
| Coefficient of variation (CV) | 1.3653126 |
| Kurtosis | 3.5920621 |
| Mean | 16076.07 |
| Median Absolute Deviation (MAD) | 5312.666 |
| Skewness | 1.9290367 |
| Sum | 2170269.5 |
| Variance | 4.8175253 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 520.897 | 1 | 0.7% |
| 2028.18 | 1 | 0.7% |
| 5931.45 | 1 | 0.7% |
| 1025.8 | 1 | 0.7% |
| 53024.1 | 1 | 0.7% |
| 41966 | 1 | 0.7% |
| 2028.9 | 1 | 0.7% |
| 411.689 | 1 | 0.7% |
| 81807.2 | 1 | 0.7% |
| 5253.63 | 1 | 0.7% |
| Other values (125) | 125 |
| Value | Count | Frequency (%) |
| 275.43 | 1 | |
| 314.562 | 1 | |
| 389.398 | 1 | |
| 411.689 | 1 | |
| 460.753 | 1 | |
| 490.168 | 1 | |
| 509.971 | 1 | |
| 520.897 | 1 | |
| 522.858 | 1 | |
| 643.14 | 1 |
| Value | Count | Frequency (%) |
| 114340 | 1 | |
| 82838.9 | 1 | |
| 81807.2 | 1 | |
| 78806.4 | 1 | |
| 73201.7 | 1 | |
| 69026.5 | 1 | |
| 64581.9 | 1 | |
| 62641 | 1 | |
| 60726.5 | 1 | |
| 57305.3 | 1 |
Individuals using the Internet (% of population)
Real number (ℝ)
High correlation Missing
| Distinct | 60 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 76 |
| Missing (%) | 55.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.459338 |
| Minimum | 5.25049 |
|---|---|
| Maximum | 99.6528 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 5.25049 |
|---|---|
| 5-th percentile | 39.421805 |
| Q1 | 69.033225 |
| median | 79.0169 |
| Q3 | 88.713825 |
| 95-th percentile | 98.66178 |
| Maximum | 99.6528 |
| Range | 94.40231 |
| Interquartile range (IQR) | 19.6806 |
Descriptive statistics
| Standard deviation | 19.505123 |
|---|---|
| Coefficient of variation (CV) | 0.25848521 |
| Kurtosis | 3.1192389 |
| Mean | 75.459338 |
| Median Absolute Deviation (MAD) | 9.75565 |
| Skewness | -1.5121538 |
| Sum | 4527.5603 |
| Variance | 380.44982 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 79.7226 | 1 | 0.7% |
| 81.2017 | 1 | 0.7% |
| 81.4031 | 1 | 0.7% |
| 58.5962 | 1 | 0.7% |
| 65.7726 | 1 | 0.7% |
| 71.5173 | 1 | 0.7% |
| 64.8039 | 1 | 0.7% |
| 94.7121 | 1 | 0.7% |
| 5.25049 | 1 | 0.7% |
| 96.4917 | 1 | 0.7% |
| Other values (50) | 50 | |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| 5.25049 | 1 | |
| 14.3 | 1 | |
| 32.4736 | 1 | |
| 39.7875 | 1 | |
| 40 | 1 | |
| 52.5403 | 1 | |
| 56.8175 | 1 | |
| 58.5962 | 1 | |
| 59.5797 | 1 | |
| 63.9686 | 1 |
| Value | Count | Frequency (%) |
| 99.6528 | 1 | |
| 99.6 | 1 | |
| 99.011 | 1 | |
| 98.6434 | 1 | |
| 98.45 | 1 | |
| 97.6443 | 1 | |
| 97.0613 | 1 | |
| 96.4917 | 1 | |
| 94.8967 | 1 | |
| 94.7121 | 1 |
Infant mortality rate (per 1,000 live births)
Real number (ℝ)
High correlation
| Distinct | 111 |
|---|---|
| Distinct (%) | 81.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.828676 |
| Minimum | 1.4 |
|---|---|
| Maximum | 84.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 1.4 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 4.6 |
| median | 12.3 |
| Q3 | 32.025 |
| 95-th percentile | 64 |
| Maximum | 84.5 |
| Range | 83.1 |
| Interquartile range (IQR) | 27.425 |
Descriptive statistics
| Standard deviation | 20.557576 |
|---|---|
| Coefficient of variation (CV) | 0.98698425 |
| Kurtosis | 0.61134722 |
| Mean | 20.828676 |
| Median Absolute Deviation (MAD) | 9.35 |
| Skewness | 1.2106147 |
| Sum | 2832.7 |
| Variance | 422.61391 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.1 | 4 | 2.9% |
| 3.6 | 4 | 2.9% |
| 3.3 | 3 | 2.2% |
| 6.1 | 3 | 2.2% |
| 6.4 | 3 | 2.2% |
| 11 | 2 | 1.5% |
| 8.8 | 2 | 1.5% |
| 2.9 | 2 | 1.5% |
| 19.2 | 2 | 1.5% |
| 13.6 | 2 | 1.5% |
| Other values (101) | 109 |
| Value | Count | Frequency (%) |
| 1.4 | 1 | |
| 1.5 | 1 | |
| 1.7 | 1 | |
| 1.8 | 1 | |
| 1.9 | 2 | |
| 2.1 | 2 | |
| 2.2 | 1 | |
| 2.3 | 2 | |
| 2.5 | 1 | |
| 2.6 | 2 |
| Value | Count | Frequency (%) |
| 84.5 | 1 | |
| 78.5 | 1 | |
| 76.6 | 1 | |
| 75.7 | 1 | |
| 71.4 | 1 | |
| 65.7 | 1 | |
| 64.9 | 1 | |
| 63.7 | 1 | |
| 62 | 1 | |
| 60.5 | 1 |
Life expectancy at birth (years)
Unsupported
Missing Rejected Unsupported
| Missing | 136 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.2 KiB |
Population density (people per sq. km of land area)
Real number (ℝ)
Missing
| Distinct | 134 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 212.14414 |
| Minimum | 2.04061 |
|---|---|
| Maximum | 7953 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 2.04061 |
|---|---|
| 5-th percentile | 4.2032625 |
| Q1 | 30.5354 |
| median | 82.29305 |
| Q3 | 148.19975 |
| 95-th percentile | 503.1393 |
| Maximum | 7953 |
| Range | 7950.9594 |
| Interquartile range (IQR) | 117.66435 |
Descriptive statistics
| Standard deviation | 721.52951 |
|---|---|
| Coefficient of variation (CV) | 3.4011287 |
| Kurtosis | 101.56249 |
| Mean | 212.14414 |
| Median Absolute Deviation (MAD) | 57.2617 |
| Skewness | 9.6080486 |
| Sum | 28427.315 |
| Variance | 520604.83 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 56.9378 | 1 | 0.7% |
| 17.7177 | 1 | 0.7% |
| 2.97375 | 1 | 0.7% |
| 195.939 | 1 | 0.7% |
| 511.458 | 1 | 0.7% |
| 18.5542 | 1 | 0.7% |
| 53.727 | 1 | 0.7% |
| 215.065 | 1 | 0.7% |
| 112.239 | 1 | 0.7% |
| 14.5549 | 1 | 0.7% |
| Other values (124) | 124 | |
| (Missing) | 2 | 1.5% |
| Value | Count | Frequency (%) |
| 2.04061 | 1 | |
| 2.97375 | 1 | |
| 3.24913 | 1 | |
| 3.52692 | 1 | |
| 3.79563 | 1 | |
| 3.97742 | 1 | |
| 4.07531 | 1 | |
| 4.27216 | 1 | |
| 6.76983 | 1 | |
| 7.49041 | 1 |
| Value | Count | Frequency (%) |
| 7953 | 1 | |
| 2017.27 | 1 | |
| 1511.03 | 1 | |
| 1239.58 | 1 | |
| 669.494 | 1 | |
| 623.302 | 1 | |
| 511.458 | 1 | |
| 498.66 | 1 | |
| 454.938 | 1 | |
| 435.178 | 1 |
Unemployment (% of total labor force) (modeled ILO estimate)
Real number (ℝ)
Unique
| Distinct | 136 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7790368 |
| Minimum | 0.142 |
|---|---|
| Maximum | 26.958 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0.142 |
|---|---|
| 5-th percentile | 1.462 |
| Q1 | 3.36075 |
| median | 5.242 |
| Q3 | 9.05325 |
| 95-th percentile | 17.76925 |
| Maximum | 26.958 |
| Range | 26.816 |
| Interquartile range (IQR) | 5.6925 |
Descriptive statistics
| Standard deviation | 5.2171841 |
|---|---|
| Coefficient of variation (CV) | 0.76960552 |
| Kurtosis | 2.2660297 |
| Mean | 6.7790368 |
| Median Absolute Deviation (MAD) | 2.514 |
| Skewness | 1.518802 |
| Sum | 921.949 |
| Variance | 27.21901 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.542 | 1 | 0.7% |
| 6.026 | 1 | 0.7% |
| 23.095 | 1 | 0.7% |
| 1.264 | 1 | 0.7% |
| 3.88 | 1 | 0.7% |
| 4.522 | 1 | 0.7% |
| 4.479 | 1 | 0.7% |
| 0.273 | 1 | 0.7% |
| 3.919 | 1 | 0.7% |
| 13.898 | 1 | 0.7% |
| Other values (126) | 126 |
| Value | Count | Frequency (%) |
| 0.142 | 1 | |
| 0.273 | 1 | |
| 0.665 | 1 | |
| 0.962 | 1 | |
| 0.971 | 1 | |
| 1.048 | 1 | |
| 1.264 | 1 | |
| 1.528 | 1 | |
| 1.542 | 1 | |
| 1.564 | 1 |
| Value | Count | Frequency (%) |
| 26.958 | 1 | |
| 23.596 | 1 | |
| 23.095 | 1 | |
| 20.839 | 1 | |
| 19.488 | 1 | |
| 19.207 | 1 | |
| 17.941 | 1 | |
| 17.712 | 1 | |
| 17.287 | 1 | |
| 15.487 | 1 |
Interactions
Correlations
| Freedom to make life choices | GDP (USD) | GDP per capita | GDP per capita (USD) | Generosity | Healthy life expectancy | IncomeGroup | Individuals using the Internet (% of population) | Infant mortality rate (per 1,000 live births) | Perceptions of corruption | Population density (people per sq. km of land area) | Region | Score | Social support | Unemployment (% of total labor force) (modeled ILO estimate) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Freedom to make life choices | 1.000 | 0.339 | 0.403 | 0.439 | 0.356 | 0.426 | 0.162 | 0.422 | -0.370 | 0.490 | 0.155 | 0.160 | 0.538 | 0.491 | -0.274 |
| GDP (USD) | 0.339 | 1.000 | 0.653 | 0.646 | 0.010 | 0.605 | 0.093 | 0.330 | -0.540 | 0.212 | 0.215 | 0.367 | 0.541 | 0.487 | -0.057 |
| GDP per capita | 0.403 | 0.653 | 1.000 | 0.983 | -0.007 | 0.863 | 0.749 | 0.911 | -0.880 | 0.281 | 0.082 | 0.355 | 0.802 | 0.743 | 0.082 |
| GDP per capita (USD) | 0.439 | 0.646 | 0.983 | 1.000 | 0.003 | 0.888 | 0.470 | 0.875 | -0.892 | 0.280 | 0.070 | 0.273 | 0.826 | 0.757 | 0.118 |
| Generosity | 0.356 | 0.010 | -0.007 | 0.003 | 1.000 | 0.014 | 0.234 | 0.281 | 0.029 | 0.291 | 0.178 | 0.215 | 0.141 | 0.088 | -0.371 |
| Healthy life expectancy | 0.426 | 0.605 | 0.863 | 0.888 | 0.014 | 1.000 | 0.566 | 0.540 | -0.931 | 0.240 | 0.197 | 0.398 | 0.773 | 0.713 | 0.080 |
| IncomeGroup | 0.162 | 0.093 | 0.749 | 0.470 | 0.234 | 0.566 | 1.000 | 0.538 | 0.475 | 0.247 | 0.179 | 0.438 | 0.492 | 0.410 | 0.201 |
| Individuals using the Internet (% of population) | 0.422 | 0.330 | 0.911 | 0.875 | 0.281 | 0.540 | 0.538 | 1.000 | -0.652 | 0.567 | 0.221 | 0.539 | 0.737 | 0.531 | -0.256 |
| Infant mortality rate (per 1,000 live births) | -0.370 | -0.540 | -0.880 | -0.892 | 0.029 | -0.931 | 0.475 | -0.652 | 1.000 | -0.202 | -0.137 | 0.388 | -0.744 | -0.722 | -0.089 |
| Perceptions of corruption | 0.490 | 0.212 | 0.281 | 0.280 | 0.291 | 0.240 | 0.247 | 0.567 | -0.202 | 1.000 | 0.058 | 0.188 | 0.280 | 0.250 | -0.119 |
| Population density (people per sq. km of land area) | 0.155 | 0.215 | 0.082 | 0.070 | 0.178 | 0.197 | 0.179 | 0.221 | -0.137 | 0.058 | 1.000 | 0.178 | 0.058 | -0.084 | -0.297 |
| Region | 0.160 | 0.367 | 0.355 | 0.273 | 0.215 | 0.398 | 0.438 | 0.539 | 0.388 | 0.188 | 0.178 | 1.000 | 0.358 | 0.243 | 0.074 |
| Score | 0.538 | 0.541 | 0.802 | 0.826 | 0.141 | 0.773 | 0.492 | 0.737 | -0.744 | 0.280 | 0.058 | 0.358 | 1.000 | 0.771 | -0.059 |
| Social support | 0.491 | 0.487 | 0.743 | 0.757 | 0.088 | 0.713 | 0.410 | 0.531 | -0.722 | 0.250 | -0.084 | 0.243 | 0.771 | 1.000 | 0.070 |
| Unemployment (% of total labor force) (modeled ILO estimate) | -0.274 | -0.057 | 0.082 | 0.118 | -0.371 | 0.080 | 0.201 | -0.256 | -0.089 | -0.119 | -0.297 | 0.074 | -0.059 | 0.070 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| Country Name | Score | GDP per capita | Social support | Healthy life expectancy | Freedom to make life choices | Generosity | Perceptions of corruption | Region | IncomeGroup | Year | Birth rate, crude (per 1,000 people) | Death rate, crude (per 1,000 people) | Electric power consumption (kWh per capita) | GDP (USD) | GDP per capita (USD) | Individuals using the Internet (% of population) | Infant mortality rate (per 1,000 live births) | Life expectancy at birth (years) | Population density (people per sq. km of land area) | Unemployment (% of total labor force) (modeled ILO estimate) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 4 | 0.332 | 0.537 | 0.255 | 0.085 | 0.191 | 0.036 | South Asia | Low income | 2018 | NaN | NaN | NaN | 1.936300e+10 | 520.897 | NaN | 47.9 | NaN | 56.93780 | 1.542 |
| 1 | Albania | 5 | 0.916 | 0.817 | 0.790 | 0.419 | 0.149 | 0.032 | Europe & Central Asia | Upper middle income | 2018 | NaN | NaN | NaN | 1.505890e+10 | 5253.630 | NaN | 7.8 | NaN | 104.61200 | 13.898 |
| 2 | Algeria | 5 | 0.979 | 1.154 | 0.687 | 0.077 | 0.055 | 0.135 | Middle East & North Africa | Upper middle income | 2018 | NaN | NaN | NaN | 1.810000e+11 | 4278.850 | 59.5797 | 20.1 | NaN | 17.73010 | 12.145 |
| 3 | Angola | 4 | 0.730 | 1.125 | 0.269 | 0.000 | 0.079 | 0.061 | Sub-Saharan Africa | Upper middle income | 2018 | NaN | NaN | NaN | 1.060000e+11 | 3432.390 | NaN | 51.6 | NaN | 24.71310 | 7.253 |
| 4 | Argentina | 6 | 1.073 | 1.468 | 0.744 | 0.570 | 0.062 | 0.054 | Latin America & Caribbean | High income: nonOECD | 2018 | NaN | NaN | NaN | 5.180000e+11 | 11652.600 | NaN | 8.8 | NaN | 16.25850 | 9.483 |
| 5 | Armenia | 4 | 0.816 | 0.990 | 0.666 | 0.260 | 0.077 | 0.028 | Europe & Central Asia | Lower middle income | 2018 | NaN | NaN | NaN | 1.243310e+10 | 4212.070 | NaN | 11.0 | NaN | 103.68000 | 17.712 |
| 6 | Australia | 7 | 1.340 | 1.573 | 0.910 | 0.647 | 0.361 | 0.302 | East Asia & Pacific | High income: OECD | 2018 | NaN | NaN | NaN | 1.430000e+12 | 57305.300 | NaN | 3.1 | NaN | 3.24913 | 5.387 |
| 7 | Austria | 7 | 1.341 | 1.504 | 0.891 | 0.617 | 0.242 | 0.224 | Europe & Central Asia | High income: OECD | 2018 | NaN | NaN | NaN | 4.560000e+11 | 51512.900 | 87.7105 | 2.9 | NaN | 107.20700 | 4.786 |
| 8 | Azerbaijan | 5 | 1.024 | 1.161 | 0.603 | 0.430 | 0.031 | 0.176 | Europe & Central Asia | Upper middle income | 2018 | NaN | NaN | NaN | 4.693950e+10 | 4721.180 | 79.8000 | 19.2 | NaN | 120.26500 | 5.220 |
| 9 | Bahrain | 6 | 1.338 | 1.366 | 0.698 | 0.594 | 0.243 | 0.123 | Middle East & North Africa | High income: nonOECD | 2018 | NaN | NaN | NaN | 3.774620e+10 | 24050.800 | 98.6434 | 6.1 | NaN | 2017.27000 | 0.962 |
| Country Name | Score | GDP per capita | Social support | Healthy life expectancy | Freedom to make life choices | Generosity | Perceptions of corruption | Region | IncomeGroup | Year | Birth rate, crude (per 1,000 people) | Death rate, crude (per 1,000 people) | Electric power consumption (kWh per capita) | GDP (USD) | GDP per capita (USD) | Individuals using the Internet (% of population) | Infant mortality rate (per 1,000 live births) | Life expectancy at birth (years) | Population density (people per sq. km of land area) | Unemployment (% of total labor force) (modeled ILO estimate) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 126 | Uganda | 4 | 0.322 | 1.090 | 0.237 | 0.450 | 0.259 | 0.061 | Sub-Saharan Africa | Low income | 2018 | NaN | NaN | NaN | 2.747690e+10 | 643.14 | NaN | 33.8 | NaN | 213.0620 | 1.742 |
| 127 | Ukraine | 4 | 0.793 | 1.413 | 0.609 | 0.163 | 0.187 | 0.011 | Europe & Central Asia | Lower middle income | 2018 | NaN | NaN | NaN | 1.310000e+11 | 3095.17 | NaN | 7.5 | NaN | 77.0297 | 9.381 |
| 128 | United Arab Emirates | 7 | 2.096 | 0.776 | 0.670 | 0.284 | 0.186 | NaN | Middle East & North Africa | High income: nonOECD | 2018 | NaN | NaN | NaN | 4.140000e+11 | 43004.90 | 98.4500 | 6.5 | NaN | 135.6090 | 2.575 |
| 129 | United Kingdom | 7 | 1.244 | 1.433 | 0.888 | 0.464 | 0.262 | 0.082 | Europe & Central Asia | High income: OECD | 2018 | NaN | NaN | NaN | 2.830000e+12 | 42491.40 | 94.8967 | 3.6 | NaN | 274.8270 | 3.954 |
| 130 | United States | 7 | 1.398 | 1.471 | 0.819 | 0.547 | 0.291 | 0.133 | North America | High income: OECD | 2018 | NaN | NaN | NaN | 2.050000e+13 | 62641.00 | NaN | 5.6 | NaN | 35.7661 | 3.933 |
| 131 | Uruguay | 6 | 1.093 | 1.459 | 0.771 | 0.625 | 0.130 | 0.155 | Latin America & Caribbean | High income: nonOECD | 2018 | NaN | NaN | NaN | 5.959690e+10 | 17278.00 | NaN | 6.4 | NaN | 19.7080 | 7.961 |
| 132 | Uzbekistan | 6 | 0.719 | 1.584 | 0.605 | 0.724 | 0.328 | 0.259 | Europe & Central Asia | Lower middle income | 2018 | NaN | NaN | NaN | 5.049990e+10 | 1532.37 | NaN | 19.1 | NaN | 77.4692 | 5.223 |
| 133 | Vietnam | 5 | 0.715 | 1.365 | 0.702 | 0.618 | 0.177 | 0.079 | East Asia & Pacific | Lower middle income | 2018 | NaN | NaN | NaN | 2.450000e+11 | 2563.82 | 70.3496 | 16.5 | NaN | 308.1250 | 1.891 |
| 134 | Zambia | 4 | 0.562 | 1.047 | 0.295 | 0.503 | 0.221 | 0.082 | Sub-Saharan Africa | Lower middle income | 2018 | NaN | NaN | NaN | 2.672010e+10 | 1539.90 | 14.3000 | 40.4 | NaN | 23.3415 | 7.209 |
| 135 | Zimbabwe | 4 | 0.357 | 1.094 | 0.248 | 0.406 | 0.132 | 0.099 | Sub-Saharan Africa | Low income | 2018 | NaN | NaN | NaN | 3.100050e+10 | 2147.00 | NaN | 33.9 | NaN | 37.3246 | 4.915 |